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Author: Papadakis, Stylianos Publisher: IGI Global ISBN: 179984806X Category : Business & Economics Languages : en Pages : 270
Book Description
The prediction of the valuation of the “quality” of firm accounting disclosure is an emerging economic problem that has not been adequately analyzed in the relevant economic literature. While there are a plethora of machine learning methods and algorithms that have been implemented in recent years in the field of economics that aim at creating predictive models for detecting business failure, only a small amount of literature is provided towards the prediction of the “actual” financial performance of the business activity. Machine Learning Applications for Accounting Disclosure and Fraud Detection is a crucial reference work that uses machine learning techniques in accounting disclosure and identifies methodological aspects revealing the deployment of fraudulent behavior and fraud detection in the corporate environment. The book applies machine learning models to identify “quality” characteristics in corporate accounting disclosure, proposing specific tools for detecting core business fraud characteristics. Covering topics that include data mining; fraud governance, detection, and prevention; and internal auditing, this book is essential for accountants, auditors, managers, fraud detection experts, forensic accountants, financial accountants, IT specialists, corporate finance experts, business analysts, academicians, researchers, and students.
Author: Papadakis, Stylianos Publisher: IGI Global ISBN: 179984806X Category : Business & Economics Languages : en Pages : 270
Book Description
The prediction of the valuation of the “quality” of firm accounting disclosure is an emerging economic problem that has not been adequately analyzed in the relevant economic literature. While there are a plethora of machine learning methods and algorithms that have been implemented in recent years in the field of economics that aim at creating predictive models for detecting business failure, only a small amount of literature is provided towards the prediction of the “actual” financial performance of the business activity. Machine Learning Applications for Accounting Disclosure and Fraud Detection is a crucial reference work that uses machine learning techniques in accounting disclosure and identifies methodological aspects revealing the deployment of fraudulent behavior and fraud detection in the corporate environment. The book applies machine learning models to identify “quality” characteristics in corporate accounting disclosure, proposing specific tools for detecting core business fraud characteristics. Covering topics that include data mining; fraud governance, detection, and prevention; and internal auditing, this book is essential for accountants, auditors, managers, fraud detection experts, forensic accountants, financial accountants, IT specialists, corporate finance experts, business analysts, academicians, researchers, and students.
Author: Balwinder Singh Publisher: Pearson Education India ISBN: 9332540861 Category : Corporations Languages : en Pages : 193
Book Description
Corporate Governance and Fraud Risk Management in India presents a thorough examination of corporate frauds in India focusing specifically on promoters, controlling share holders of companies and certain intermediaries. By examining the role of the macroeconomic environment that induces law-abiding citizens to indulge in violations of the law and by analysing the relationship between policy distortions and weak regulatory and enforcement mechanisms, this book emphasizes the need to shed the general atmosphere of cynicism in order to channel well-thought improvements that will strengthen and reinforce the laws and regulations governing corporate frauds in India. While this book will appeal to anyone interested in understanding the nature of corporate governance and fraud risk management in India, it will be especially useful to investigators, forensic auditors, prosecutors, lawyers and judges. Chapters one to ten detail the modus operandi of different kinds of corporate frauds. Chapters eleven and twelve will be useful for policy makers and economists interested in improving corporate governance in India. Bankers will find the analysis of different corporate frauds useful in refining their risk management strategies, specifically in relation to lending. Investors, chartered accountants and investigative journalists will also find this an interesting read.
Author: Richard E. Cascarino Publisher: John Wiley & Sons ISBN: 1118478509 Category : Business & Economics Languages : en Pages : 194
Book Description
The essential companion to Corporate Fraud and Internal Control, complete with review exercises for key concepts Used together with Corporate Fraud and Internal Control: A Framework for Prevention, this Workbook tests readers' knowledge of the subject with a focus on the appropriateness of the design of the system of internal controls in fraud risk mitigation, as well as the mechanisms to ensure effective implementation and monitoring on an ongoing basis. This Workbook includes step-by-step exercises and tests to help the reader master the techniques in fraud prevention and detection. Companion to Corporate Fraud and Internal Control: A Framework for Prevention Includes step-by-step exercise and tests Provides discussion-based case studies Features the necessary tools that companies need to combat fraud Written by a fraud prevention leader, Corporate Fraud and Internal Control Workbook features a fill in the blanks structure, followed by a short answer section, and ending with a discussion based series of case studies covering the following topics.
Author: Robert C. Gericke Publisher: Springer ISBN: 3319673114 Category : Business & Economics Languages : en Pages : 237
Book Description
This book presents an overview of corporate governance and risk management, analyzing their interdependence and particularly their relevance in banking. It discusses current trends in corporate governance, such as stakeholder management, financial performance and the cost of equity, compensation schemes, board structures and shareholder activism. Further, it reviews some of the most important regulatory changes introduced since the latest financial crisis and highlights their impact on the annual reports of the banks under analysis. Lastly, the book assesses and compares major banks in Brazil and Germany with special emphasis on the aspects mentioned above, revealing surprising similarities between the banking systems of these otherwise disparate countries.
Author: United States Government Accountability Office Publisher: Lulu.com ISBN: 0359541828 Category : Reference Languages : en Pages : 88
Book Description
Policymakers and program managers are continually seeking ways to improve accountability in achieving an entity's mission. A key factor in improving accountability in achieving an entity's mission is to implement an effective internal control system. An effective internal control system helps an entity adapt to shifting environments, evolving demands, changing risks, and new priorities. As programs change and entities strive to improve operational processes and implement new technology, management continually evaluates its internal control system so that it is effective and updated when necessary. Section 3512 (c) and (d) of Title 31 of the United States Code (commonly known as the Federal Managers' Financial Integrity Act (FMFIA)) requires the Comptroller General to issue standards for internal control in the federal government.
Author: F. Lessambo Publisher: Springer ISBN: 1137360011 Category : Business & Economics Languages : en Pages : 476
Book Description
This book provides a comprehensive approach to Corporate Governance, Audit Process and Risk Management. Furthermore, it provides an analytical and comprehensive approach of the issues facing governance directors, internal and external auditors, risk managers, and public officials conducting assessments based upon the Report on Standards and Codes.
Author: Organization for Economic Cooperation and Development Publisher: OCDE ISBN: 9789264208629 Category : Business ethics Languages : en Pages : 0
Book Description
This sixth peer review of the OECD Principles of Corporate Governance analyses the corporate governance framework and practices relating to corporate risk management, in the private sector and in state-owned enterprises. The review covers 26 jurisdictions and is based on a general survey of all participating jurisdictions in December 2012, as well as an in-depth review of corporate risk management in Norway, Singapore and Switzerland. The report finds that while risk-taking is a fundamental driving force in business and entrepreneurship, the cost of risk management failures is often underestimated, both externally and internally, including the cost in terms of management time needed to rectify the situation. The reports thus concludes that corporate governance should ensure that risks are understood, managed, and, when appropriate, communicated.
Author: Martin T. Biegelman Publisher: John Wiley & Sons ISBN: 1118235517 Category : Business & Economics Languages : en Pages : 448
Book Description
Now in a Second Edition, this practical book helps corporate executives and managers how to set up a comprehensive and effective fraud prevention program in any organization. Completely revised with new cases and examples, the book also discusses new global issues around the Foreign Corrupt Practices Act (FCPA). Additionally, it covers best practices for establishing a unit to protect the financial integrity of a business, among other subjects. The book has many checklists and real-world examples to aid in implementation and an instructor's URL including a test bank to aid in course adoptions.
Author: Takashi Yasuoka Publisher: Cambridge Scholars Publishing ISBN: 1527536246 Category : Business & Economics Languages : en Pages : 160
Book Description
In recent years, numerous incidents of corporate fraud have been reported in Japan. These have occurred at a number of world-famous Japanese companies, including Toshiba, Olympus, and Kobe Steel, among others. Needless to say, these companies already had a risk management system in place; the problem here is why these systems didn’t function. On this issue, this book investigates eight incidents of corporate fraud in Japanese corporations, based on third-party investigation reports. It explores common problems in corporate governance and internal control systems present in these incidents, and discusses why these companies’ three lines of defense let them down. These observations are valuable for readers worldwide who study corporate governance, risk management, and business management.
Author: Intan Marzita Saidon Publisher: Springer Nature ISBN: 9811518807 Category : Business & Economics Languages : en Pages : 191
Book Description
This book brings together research works, ideas, critical reviews and strategic proposals encompassing various ethical and corporate governance issues in workplaces and organizations around the globe. For the most part, organizations are managed by policies, guidelines and systems. Good ethics and solid corporate governance help to tie these three elements together so that an effective and successful organization is established. Alongside corporate governance, ethics play an integral role in ensuring the long term survival of businesses. Multidisciplinary in approach, this book provides a platform for scholars and researchers from various backgrounds and interdisciplinary expertise to showcase their research work, ideas, critical review and strategic proposals on the ethical aspects, governance and risk management issues in organizations. The book includes discussions of ethical issues in a variety of organizations around the globe including the non-profit and non-governmental sector and also provides readers with ideas, guidelines and strategic recommendations for handling such issues.
Author: Papadakis, Stylianos
Author: Papadakis, Stylianos
Author: Balwinder Singh
Author: Richard E. Cascarino
Author: Robert C. Gericke
Author: United States Government Accountability Office
Author: F. Lessambo
Author: Organization for Economic Cooperation and Development
Author: Martin T. Biegelman
Author: Takashi Yasuoka
Author: Intan Marzita Saidon